
AI in revenue operations: where it actually pays back
Past the demos, past the hype. Three categories of work where AI is now meaningfully cheaper than people — and one where it isn't.
Why so many proofs-of-concept never see production. The institutional patterns that kill projects long before the model does.
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Past the demos, past the hype. Three categories of work where AI is now meaningfully cheaper than people — and one where it isn't.
Connecting a model to your own data is not the same as letting it reason about your business. The difference is everything.
Most policies live in a Confluence graveyard. A short framework for one people will actually follow, with examples from real teams.